o4-mini (High) vs Qwen3 Coder Next

o4-mini (High) vs Qwen3 Coder Next. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Metrico4-mini (High)Qwen3 Coder NextDifference
Intelligence (higher is better)16.79.2−44.9% Qwen3 Coder Next is 44.9% less intelligent
Total AA cost (lower is better)Not reported$405.10— not comparable
End-to-end time (lower is better)28.44s6.44s−77.4% Qwen3 Coder Next is 77.4% faster
Price per 1M tokens (in / out)$1.10 / $4.40$0.31 / $1.00
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/o4-mini/qwen3-coder-next · Markdown: /api/v1/compare/o4-mini/qwen3-coder-next?format=md · llms.txt · agent skill